42 citations · 42 across the 1 of their papers we have counts for
4 papers
Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift
Matej Martinc, Petra Kralj Novak, Senja Pollak
We propose a new method that leverages contextual embeddings for the task of diachronic semantic shift detection by generating time specific word representations from BERT embeddin…
Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic Feature Selection Methods
Fasih Haider, Senja Pollak, Pierre Albert +1
Research in automatic affect recognition has seldom addressed the issue of computational resource utilization. With the advent of ambient intelligence technology which employs a va…
Language comparison via network topology
Blaž Škrlj, Senja Pollak
Modeling relations between languages can offer understanding of language characteristics and uncover similarities and differences between languages. Automated methods applied to la…
RaKUn: Rank-based Keyword extraction via Unsupervised learning and Meta vertex aggregation
Blaž Škrlj, Andraž Repar, Senja Pollak
Keyword extraction is used for summarizing the content of a document and supports efficient document retrieval, and is as such an indispensable part of modern text-based systems. W…